htmlRAG & Grounded AI — Maria Molchanova
Maria Molchanova
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Research Area

RAG & Grounded AI

Retrieval-Augmented Generation, grounding, helping small language models use external knowledge, and improving the factual reliability and efficiency of AI systems.

My current research focuses on RAG systems and methods that help language models use external knowledge more reliably.

Areas of interest include grounded generation, small language models, in-context transfer, evidence-use evaluation, and practical architectures that reduce costs and improve controllability.